Triple
T21979477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Detroit–Warren–Dearborn Metropolitan Statistical Area |
E542797
|
entity |
| Predicate | crossBorderEconomicLinksWith |
P94594
|
FINISHED |
| Object | Windsor, Ontario |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Windsor, Ontario | Statement: [Detroit–Warren–Dearborn Metropolitan Statistical Area, crossBorderEconomicLinksWith, Windsor, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windsor, Ontario Context triple: [Detroit–Warren–Dearborn Metropolitan Statistical Area, crossBorderEconomicLinksWith, Windsor, Ontario]
-
A.
Windsor, Ontario
chosen
Windsor, Ontario is a Canadian city in southwestern Ontario known as a major automotive and manufacturing hub situated directly across the river from Detroit, Michigan.
-
B.
London, Ontario
London, Ontario is a mid-sized Canadian city in southwestern Ontario known for its educational institutions, healthcare sector, and role as a regional economic and cultural hub.
-
C.
York, Ontario
York, Ontario is a former municipality and now a district within the city of Toronto, Canada, known for its diverse residential neighborhoods and major north–south thoroughfares.
-
D.
Richmond, Ontario
Richmond, Ontario is a historic rural village within the city of Ottawa, known as one of the region’s earliest military settlements.
-
E.
Wellington, Ontario
Wellington, Ontario is a small lakeside community in Prince Edward County known for its wineries, beaches, and vibrant arts and culinary scene.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: crossBorderEconomicLinksWith Context triple: [Detroit–Warren–Dearborn Metropolitan Statistical Area, crossBorderEconomicLinksWith, Windsor, Ontario]
-
A.
crossBorderLinks
Indicates connections or interactions that extend across or link entities in different geographic or political jurisdictions.
-
B.
crossBorderTradeHub
Indicates a location or entity that serves as a central point for facilitating, coordinating, or processing trade activities that occur across national or regional borders.
-
C.
economicActivityAlongBorder
Indicates economic interactions or commercial activities that occur in proximity to or because of a shared border between regions or countries.
-
D.
hasCrossBorderTrade
chosen
Indicates that there is trade or commercial exchange occurring between entities located in different countries or jurisdictions.
-
E.
crossBorderRegion
Indicates a region that spans or intersects the boundary between two or more distinct territorial or jurisdictional areas.
- F. None of above.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c48070988190909db97667b9a0ac |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1248bdd88819098bfeca550608f14 |
completed | April 28, 2026, 9:20 p.m. |
| PD | Predicate disambiguation | batch_69e6f6154e408190acc5b2c278acaff4 |
completed | April 21, 2026, 3:59 a.m. |
Created at: April 16, 2026, 8:03 p.m.